Saturday, May 28, 2011
Friday, May 27, 2011
Machine Learning
Machine Learning
Week No.
Lecture Slides
Lecture Notes
Lab Sheet
Tutorial
Additional Files
1.
Lecture 1
Lecture 2
Introduction & Linear Regression
Linear Regression
Vector Differentiation
wk_1_matlab.m
long_jump_data.txt
2.
Lecture 1
Lecture 2
Generalisation
Cross Validation
cross_val.m
cv_demo.m
long_jump_cv.m
3.
Lecture 1
Lecture 2
Probabilistic & Bayesian Methods
Bayesian Regression
max_like_demo.m
brdemo.m
regdemo.m
wk3_lab_1_sol.m
wk3_lab_2_sol.m
cross_val_wk3.m
gauss.m
kernel_func.m
4.
Lecture 1
Lecture 2
Probabilistic Classification Methods
Laplace Approximation, Logistic Regression & Na�ve Bayes
Coursework Handout
laplace_demo.m
logistic_classification_demo.m
lab_4_sol.m
na�ve_bayes_binary.m
20news_w100.mat
rip_dat_tr.txt
rip_dat_te.txt
5.
Lecture 1
Lecture 2
Non-Probabilistic Classification Methods
Support Vector Machines & K-Nearest Neighbours
knn_multi_class.m
svm_demo.m
svm_demo_kernels.m
monqp0.m
cout.m
cross_val_wk5.m
digits_3_8.mat
6.
Lecture1&2
Probability Density Estimation
EM Algorithm
gauss_density_est.m
gauss_mix_em_demo.m
mix_gauss_density.m
multi_var_gauss_sampler.m
Gauss_Mix_Data.mat
Lab_6_EM_Data.mat
7.
Lecture1&2
Principal Component Analysis
PCA on images
olivettifaces.mat
faces_demo.m
power_pca.m
8.
Lecture 1
Cluster Analysis
Image segmentation & nonlinear clustering
Girolami, M., Mercer kernel-based clustering in feature space, IEEE Trans NN, 13(3), 780-784, 2002.
kmeans.m
kernel_kmeans.m
wk8_demo_1.m
wk8_demo_2.m
wk8_demo_dat.mat
kernel_func.m
ollivettifaces.mat
wee_dog.jpg
water_lillies.jpg
9.
Independent Component Analysis
Noisy_Images
ICA Research Network
10.
Tutorial
Coursework Submission
Thursday, May 26, 2011
Monday, May 23, 2011
Friday, May 20, 2011
Stipple Helps Gilt Spread Lady Gaga’s Merchandise Across The Web
Stipple Helps Gilt Spread Lady Gaga’s Merchandise Across The Web: "If you haven’t heard, Lady Gaga is taking over the internets with marketing and branding deals to spread the word on her new album, “Born This Way.” The pop artist just launched a new deal with Zynga for Gagaville; and today Lady Gaga is debuting a partnership with flash sales giant Gilt Groupe; offering Gaga-inspired merchandise, curates sales, access to Gaga events and more. And to help spread these deals across the web, Gilt has enlisted Stipple, a technology that allows you to tag people in images no matter where they reside on the web."
Thursday, May 19, 2011
ORCA LIVE | COMMUNITY
ORCA LIVE | COMMUNITY
The 30+ Orca were spotted in Seymour Narrows heading south at 1130 yesterday. They sure didn't stay up here for very long!! Thanks to M/V 'Wildlife Adventurers' for the report.
Leah and Marie
18 May 2011 06:39:59 PDT
Wednesday, May 18, 2011
Apple Macintosh Boot Key Combos
Apple Macintosh Boot Key Combos
After startup:
Bring up dialogue for shutdown/sleep/restart........... POWER
Eject a Floppy Disk.................................... CMD-SHIFT-1 or(2) or (0)
Force current app to quit.............................. CMD-OPT-ESC
Unconditionally reboot................................. CTRL-CMD-POWER
Fast Shutdown.......................................... CTRL-CMD-OPT-POWER
Goto the debugger (if MacsBug is installed)............ CMD-POWER
Reset Power Manager on PowerBooks...................... USE THIS LINK
Put late model PowerBooks & Desktops to sleep.......... CMD-OPT-POWER
sound thinking
sound thinking: "scoring is an endless process
of imaginific translation; soundthinking through ears and eyes: personum
Here are a few scattered drafts and notes that represent visual crumbles of that process"
of imaginific translation; soundthinking through ears and eyes: personum
Here are a few scattered drafts and notes that represent visual crumbles of that process"
Monday, May 16, 2011
Andrew Schloss » The Year of Science
Andrew Schloss » The Year of Science
Andrew Schloss, a professor in the University of Victoria’s School of Music, carries on this evolution of sound and technology. He uses technology to make music and to analyze sound, exclaiming, “I love that I can experiment with new sounds using new technology. You can experiment with sound just like you can experiment with chemicals in a chemistry lab!”
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